Coarse-Grained Theory of Surface Nanostructure Formation
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Transcript of Coarse-Grained Theory of Surface Nanostructure Formation
Coarse-Grained Theory of Surface Nanostructure Formation
Dimitri D. Vvedensky
The Blackett Laboratory, Imperial College London
Christoph A. Haselwandter
Department of Applied Physics, Caltech
Imperial CollegeLondon
Outline
• Systems with many scales• The coarse-graining road map• Renormalization-group trajectories• Transient effects and crossover• Experimental realizations• Extension to the submonolayer regime
Outline
• Systems with many scales• The coarse-graining road map• Renormalization-group trajectories• Transient effects and crossover• Experimental realizations• Extension to the submonolayer regime
Multiscale Physics: Turbulence
C. H. K. Williamson, Cornell (Source: http://www.efluids.com)
• Free gliding of delta-wing in water• Fluorescent dye illuminated by laser• Vortices in near field• Turbulence in far field• Both panels have same scale• Energy cascades from large to small scales
Multiscale Physics: Fracture
F. F. Abraham, D. Brodbeck, R. A. Rafey, andW. E. Rudge, Phys. Rev. Lett. 73, 272 (1994).
• 2D simulation of 106- atom system• Bond-breaking at crack tip• Dislocation emission blunts crack tip• Feed-back between atomic and continuum modes
Multiscale Physics: Critical Phenomena2D Ising Model
J. D. Noh, Chungham National University, Korea
Multiscale “Physics”: Medical ImplantsB. Kasemo, Surface Science 500, 656 (2002)
Time Scale
ns
µm
ms
Outline
• Systems with many scales• The coarse-graining road map• Renormalization-group trajectories• Transient effects and crossover• Experimental realizations• Extension to the submonolayer regime
formulationMaster & Chapman-
Kolmogorov equations
Lattice Langevin equation
Hierarchy of equations
KMC simulations
Lattice model
Macroscopic equation
continuum variables
renormalization-group(crossover, scaling,self-organization)
analytic
stable
fixed point
Chua et al., PRE 72, 051103 (2005),C. A. H. & D. D. V., PRE 76, 041115 (2007)
Direct analysis/solution
C. A. H. & D. D. V. PRL, EPL, PRE (2007, 2008)
Coarse-Graining Road Map
Continuum equation
Lattice-to-Continuum Method
“Atomistic” Continuum Equation
Compare atomistic equation directly to computer simulations?
Extract qualitative multiscale surface features via RG analysis…
Continuum Equation for Random Deposition/Diffusion
The Multiscale Paradigm
M. Scheffler, FHI–Berlin
Outline
• The coarse-graining road map
• Renormalization-group trajectories
• Transient effects and crossover
• Experimental realizations
• Extension to the submonolayer regime
Renormalization Group Transformations
Real Space
MomentumSpace
Original System Coarse Graining Rescaling
Renormalization-Group Equations
• Points along RG trajectory constitute a hierarchy of equations.
• RG “weeds out” terms that become irrelevant as the scale is increased, and absorbs their contributions into other terms.
Outline
• The coarse-graining road map
• Renormalization-group trajectories
• Transient effects and crossover
• Experimental realizations
• Extension to the submonolayer regime
Stable & Unstable Fixed Points
Initial Conditions & Crossover
Outline
• The coarse-graining road map
• Renormalization-group trajectories
• Transient effects and crossover
• Experimental realizations
• Extension to the submonolayer regime
Regimes of Growth
• D/F>>1. Typical MBE conditions.Initially, conserved Mullins-Herring.Submonolayer regime.
• D/F ≈ 1. Diffusion noise diminished in importance. Initially, Mullins-Herring.Al on silicone oil (Fang et al., Thin SolidFilms 517, 3408 (2009)).
• D/F<<1. Growth dominated by shot noise.
Growth on Patterned Substrates. 1.H.-C. Kan et al., Phys. Rev. Lett. 92, 146101 (2004).
KPZ
cVLDS
VLDS
Mound
Growth on Patterned Substrates. 2.H.-C. Kan et al., Phys. Rev. Lett. 92, 146101 (2004).
Experiment KPZ cVLDS
Analysis from Initial Conditions
Outline
• The coarse-graining road map
• Renormalization-group trajectories
• Transient effects and crossover
• Experimental realizations
• Extension to the submonolayer regime
The Submonolayer Regime
Summary
• Continuum formulation that retains connection to atomistic processes
• Unifies a wide range of experimental scenarios
• Extension to submonolayer regime
• Large-scale morphologies on patterned substrates
Ongoing and Future Work
• Coarse-graining magnetohydrodynamics• Coarse-grained molecular dynamics